Tianyu Cui

MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy

2020

With the continuous growth of video traffic on the whole Internet, it is of vital importance for content providers to provide high-quality service. Monitoring the QoE (Quality of Experience) of video can help them to …

TrafficLLM: Enhancing Large Language Models for Network Traffic Analysis with Generic Traffic Representation

2025 · arXiv (Cornell University)

Machine learning (ML) powered network traffic analysis has been widely used for the purpose of threat detection. Unfortunately, their generalization across different tasks and unseen data is very limited. Large language models (LLMs), known for …